Overview

Dataset info

Number of variables59
Number of observations4752
Missing cells12096 (4.3%)
Duplicate rows0 (0.0%)
Total size in memory2.3 MiB
Average record size in memory514.5 B

Variables types

NUM56
BOOL3

Reproduction info

Date of analysis2020-03-01 02:36:38.608444
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

X02 has 325 (6.8%) zeros Zeros
X03 has 307 (6.5%) zeros Zeros
X04 has 4228 (89.0%) zeros Zeros
X10 has 4124 (86.8%) zeros Zeros
X11 has 1160 (24.4%) zeros Zeros
X13 has 448 (9.4%) zeros Zeros
X14 has constant value "0.0" Rejected
X15 has 354 (7.4%) zeros Zeros
X16 has constant value "0.0" Rejected
X17 has 872 (18.4%) zeros Zeros
X18 has 400 (8.4%) zeros Zeros
X19 has constant value "0.0" Rejected
X21 has 4145 (87.2%) zeros Zeros
X24 has 1821 (38.3%) zeros Zeros
X25 has 1857 (39.1%) zeros Zeros
X26 has 782 (16.5%) zeros Zeros
X34 has 1144 (24.1%) zeros Zeros
X35 has 243 (5.1%) zeros Zeros
X36 has 4305 (90.6%) zeros Zeros
X39 has 4330 (91.1%) zeros Zeros
Y00 has 432 (9.1%) missing values Missing
Y01 has 432 (9.1%) missing values Missing
Y02 has 432 (9.1%) missing values Missing
Y03 has 432 (9.1%) missing values Missing
Y04 has 432 (9.1%) missing values Missing
Y05 has 432 (9.1%) missing values Missing
Y06 has 432 (9.1%) missing values Missing
Y07 has 432 (9.1%) missing values Missing
Y08 has 432 (9.1%) missing values Missing
Y09 has 432 (9.1%) missing values Missing
Y10 has 432 (9.1%) missing values Missing
Y11 has 432 (9.1%) missing values Missing
Y12 has 432 (9.1%) missing values Missing
Y13 has 432 (9.1%) missing values Missing
Y14 has 432 (9.1%) missing values Missing
Y15 has 432 (9.1%) missing values Missing
Y16 has 432 (9.1%) missing values Missing
Y17 has 432 (9.1%) missing values Missing
Y18 has 4320 (90.9%) missing values Missing
X05 is highly correlated with X01 and 8 other fieldsHigh Correlation
X01 is highly correlated with X05 and 8 other fieldsHigh Correlation
X06 is highly correlated with X01 and 8 other fieldsHigh Correlation
X07 is highly correlated with X00 and 12 other fieldsHigh Correlation
X00 is highly correlated with X07 and 16 other fieldsHigh Correlation
X08 is highly correlated with X01 and 8 other fieldsHigh Correlation
X09 is highly correlated with X01 and 8 other fieldsHigh Correlation
X20 is highly correlated with X12 and 2 other fieldsHigh Correlation
X12 is highly correlated with X20 and 2 other fieldsHigh Correlation
X21 is highly correlated with X04 and 1 other fieldsHigh Correlation
X04 is highly correlated with X21 and 1 other fieldsHigh Correlation
X22 is highly correlated with X01 and 8 other fieldsHigh Correlation
X23 is highly correlated with X01 and 8 other fieldsHigh Correlation
X27 is highly correlated with X01 and 8 other fieldsHigh Correlation
X28 is highly correlated with X00 and 8 other fieldsHigh Correlation
X29 is highly correlated with X01 and 8 other fieldsHigh Correlation
X30 is highly correlated with X12 and 2 other fieldsHigh Correlation
X31 is highly correlated with X00 and 14 other fieldsHigh Correlation
X32 is highly correlated with X00 and 15 other fieldsHigh Correlation
X33 is highly correlated with X01 and 8 other fieldsHigh Correlation
X34 is highly correlated with X11High Correlation
X11 is highly correlated with X34High Correlation
X36 is highly correlated with X04 and 1 other fieldsHigh Correlation
X37 is highly correlated with X12 and 3 other fieldsHigh Correlation
X38 is highly correlated with X37High Correlation
Y00 is highly correlated with X00 and 9 other fieldsHigh Correlation
Y01 is highly correlated with X00 and 16 other fieldsHigh Correlation
Y02 is highly correlated with X00 and 16 other fieldsHigh Correlation
Y03 is highly correlated with Y00 and 1 other fieldsHigh Correlation
Y04 is highly correlated with Y00 and 1 other fieldsHigh Correlation
Y05 is highly correlated with X00 and 12 other fieldsHigh Correlation
Y07 is highly correlated with Y06 and 1 other fieldsHigh Correlation
Y06 is highly correlated with Y07 and 5 other fieldsHigh Correlation
Y08 is highly correlated with X00 and 10 other fieldsHigh Correlation
Y09 is highly correlated with X00 and 15 other fieldsHigh Correlation
Y10 is highly correlated with X00 and 14 other fieldsHigh Correlation
Y11 is highly correlated with X00 and 14 other fieldsHigh Correlation
Y12 is highly correlated with Y06 and 4 other fieldsHigh Correlation
Y13 is highly correlated with X00 and 16 other fieldsHigh Correlation
Y14 is highly correlated with X00 and 12 other fieldsHigh Correlation
Y15 is highly correlated with X00 and 14 other fieldsHigh Correlation
Y16 is highly correlated with X00 and 14 other fieldsHigh Correlation
Y17 is highly correlated with X00 and 14 other fieldsHigh Correlation

Variables

X00
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count226
Unique (%)4.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.22790404
Minimum8.3
Maximum30.9
Zeros0
Zeros (%)0.0%
Memory size74.2 KiB
Mini histogram

Quantile statistics

Minimum8.3
5-th percentile12.5
Q116.9
median19.9
Q324.1
95-th percentile27.8
Maximum30.9
Range22.6
Interquartile range (IQR)7.2

Descriptive statistics

Standard deviation4.707570134
Coefficient of variation (CV)0.2327265408
Kurtosis-0.6518356052
Mean20.22790404
Median Absolute Deviation (MAD)3.9175445
Skewness-0.04411104199
Sum96123
Variance22.16121657
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 8.3 10.75 11.85 13.95 15.75 ... 19.55 26.35 28.45 29.75 30.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
18.6 57 1.2%
 
18.7 54 1.1%
 
17.4 50 1.1%
 
18.5 49 1.0%
 
18 49 1.0%
 
19.3 48 1.0%
 
16.8 46 1.0%
 
22.8 45 0.9%
 
21.8 44 0.9%
 
17.2 44 0.9%
 
Other values (216) 4266 89.8%
 
ValueCountFrequency (%) 
8.3 1 < 0.1%
 
8.4 5 0.1%
 
8.5 5 0.1%
 
8.6 4 0.1%
 
8.7 3 0.1%
 
ValueCountFrequency (%) 
30.9 1 < 0.1%
 
30.8 1 < 0.1%
 
30.7 2 < 0.1%
 
30.6 5 0.1%
 
30.5 6 0.1%
 

X01
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count196
Unique (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean988.6211069
Minimum977.3
Maximum997.2
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum977.3
5-th percentile982.6
Q1986.8
median988.6
Q3991
95-th percentile993.1
Maximum997.2
Range19.9
Interquartile range (IQR)4.2

Descriptive statistics

Standard deviation3.359916163
Coefficient of variation (CV)0.003398588336
Kurtosis0.628269214
Mean988.6211069
Median Absolute Deviation (MAD)2.616278048
Skewness-0.353391677
Sum4697927.5
Variance11.28903662
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[977.3 979.55 981.25 982.05 982.45 ... 993.45 994.95 996.25 996.65 997.2 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
991.6 85 1.8%
 
987.3 81 1.7%
 
986.7 81 1.7%
 
987.7 78 1.6%
 
991.5 76 1.6%
 
991.4 73 1.5%
 
987.8 73 1.5%
 
990.9 72 1.5%
 
987.4 72 1.5%
 
987.2 71 1.5%
 
Other values (186) 3990 84.0%
 
ValueCountFrequency (%) 
977.3 2 < 0.1%
 
977.4 3 0.1%
 
977.5 2 < 0.1%
 
977.6 5 0.1%
 
977.7 3 0.1%
 
ValueCountFrequency (%) 
997.2 4 0.1%
 
997.1 7 0.1%
 
997 6 0.1%
 
996.9 2 < 0.1%
 
996.8 2 < 0.1%
 

X02
Real number (ℝ≥0)

ZEROS
Distinct count64
Unique (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.50976431
Minimum0
Maximum10.2
Zeros325
Zeros (%)6.8%
Memory size74.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.7
median1.3
Q32.1
95-th percentile3.6
Maximum10.2
Range10.2
Interquartile range (IQR)1.4

Descriptive statistics

Standard deviation1.071858009
Coefficient of variation (CV)0.7099505544
Kurtosis1.699778267
Mean1.50976431
Median Absolute Deviation (MAD)0.8417256176
Skewness0.9945435345
Sum7174.4
Variance1.148879591
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.05 0.35 0.75 1.55 ... 3.45 4.05 4.65 6.75 10.2 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 325 6.8%
 
0.9 225 4.7%
 
1.2 216 4.5%
 
1.1 213 4.5%
 
1 202 4.3%
 
0.8 198 4.2%
 
1.3 186 3.9%
 
1.4 185 3.9%
 
0.7 175 3.7%
 
1.5 174 3.7%
 
Other values (54) 2653 55.8%
 
ValueCountFrequency (%) 
0 325 6.8%
 
0.1 63 1.3%
 
0.2 76 1.6%
 
0.3 95 2.0%
 
0.4 135 2.8%
 
ValueCountFrequency (%) 
10.2 1 < 0.1%
 
6.8 1 < 0.1%
 
6.7 1 < 0.1%
 
6.4 2 < 0.1%
 
6.3 1 < 0.1%
 

X03
Real number (ℝ≥0)

ZEROS
Distinct count55
Unique (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.453156566
Minimum0
Maximum5.8
Zeros307
Zeros (%)6.5%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.8
median1.3
Q32
95-th percentile3.2
Maximum5.8
Range5.8
Interquartile range (IQR)1.2

Descriptive statistics

Standard deviation0.9361507159
Coefficient of variation (CV)0.6442187566
Kurtosis0.4496806888
Mean1.453156566
Median Absolute Deviation (MAD)0.7436909605
Skewness0.6715366128
Sum6905.4
Variance0.8763781628
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.05 0.25 0.55 1.65 ... 3.25 3.65 4.05 4.75 5.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 307 6.5%
 
1.3 223 4.7%
 
1.1 221 4.7%
 
1.2 213 4.5%
 
0.9 200 4.2%
 
1.4 199 4.2%
 
1.6 192 4.0%
 
1.5 191 4.0%
 
0.8 191 4.0%
 
1 185 3.9%
 
Other values (45) 2630 55.3%
 
ValueCountFrequency (%) 
0 307 6.5%
 
0.1 60 1.3%
 
0.2 50 1.1%
 
0.3 107 2.3%
 
0.4 123 2.6%
 
ValueCountFrequency (%) 
5.8 1 < 0.1%
 
5.5 1 < 0.1%
 
5.3 4 0.1%
 
5.2 1 < 0.1%
 
5 1 < 0.1%
 

X04
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count134
Unique (%)2.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.270223064
Minimum0
Maximum25.6
Zeros4228
Zeros (%)89.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile11.1
Maximum25.6
Range25.6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation4.429851678
Coefficient of variation (CV)3.487459647
Kurtosis15.32520039
Mean1.270223064
Median Absolute Deviation (MAD)2.294200741
Skewness3.884074178
Sum6036.1
Variance19.62358589
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.05 0.15 0.55 4.3 ... 14.45 22.75 22.85 25.55 25.6 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4228 89.0%
 
11.1 110 2.3%
 
25.6 53 1.1%
 
0.1 50 1.1%
 
14.4 36 0.8%
 
4.5 20 0.4%
 
0.4 17 0.4%
 
10.3 13 0.3%
 
22.8 12 0.3%
 
13.8 11 0.2%
 
Other values (124) 202 4.3%
 
ValueCountFrequency (%) 
0 4228 89.0%
 
0.1 50 1.1%
 
0.2 2 < 0.1%
 
0.4 17 0.4%
 
0.5 4 0.1%
 
ValueCountFrequency (%) 
25.6 53 1.1%
 
25.5 1 < 0.1%
 
25.4 3 0.1%
 
25.3 1 < 0.1%
 
25.2 2 < 0.1%
 

X05
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count195
Unique (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1008.333902
Minimum997.2
Maximum1016.8
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum997.2
5-th percentile1002.2
Q11006.5
median1008.5
Q31010.8
95-th percentile1013
Maximum1016.8
Range19.6
Interquartile range (IQR)4.3

Descriptive statistics

Standard deviation3.395036693
Coefficient of variation (CV)0.003366976641
Kurtosis0.4350918657
Mean1008.333902
Median Absolute Deviation (MAD)2.662915455
Skewness-0.3687166685
Sum4791602.7
Variance11.52627415
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 997.2 999.65 999.85 1001.35 1002.45 ... 1013.15 1014.35 1015.55 1016.15 1016.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1011.7 82 1.7%
 
1011.6 82 1.7%
 
1007.1 80 1.7%
 
1006.9 80 1.7%
 
1011.3 75 1.6%
 
1008.7 74 1.6%
 
1006.8 72 1.5%
 
1006.6 72 1.5%
 
1006.7 71 1.5%
 
1007.6 71 1.5%
 
Other values (185) 3993 84.0%
 
ValueCountFrequency (%) 
997.2 3 0.1%
 
997.3 4 0.1%
 
997.4 3 0.1%
 
997.5 4 0.1%
 
997.6 5 0.1%
 
ValueCountFrequency (%) 
1016.8 1 < 0.1%
 
1016.7 3 0.1%
 
1016.6 5 0.1%
 
1016.5 5 0.1%
 
1016.4 5 0.1%
 

X06
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count193
Unique (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean989.0050926
Minimum978.1
Maximum997.4
Zeros0
Zeros (%)0.0%
Memory size74.2 KiB
Mini histogram

Quantile statistics

Minimum978.1
5-th percentile982.9
Q1987.1
median989.1
Q3991.6
95-th percentile993.5
Maximum997.4
Range19.3
Interquartile range (IQR)4.5

Descriptive statistics

Standard deviation3.403714117
Coefficient of variation (CV)0.003441553681
Kurtosis0.4493630657
Mean989.0050926
Median Absolute Deviation (MAD)2.673393464
Skewness-0.3625414392
Sum4699752.2
Variance11.58526979
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[978.1 981.85 983.25 985.65 987.05 ... 995.45 995.65 996.45 996.95 997.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
992.2 85 1.8%
 
987.3 79 1.7%
 
987.1 79 1.7%
 
988.4 79 1.7%
 
989.6 76 1.6%
 
991.5 76 1.6%
 
987.6 73 1.5%
 
987.5 72 1.5%
 
992.3 70 1.5%
 
987.2 68 1.4%
 
Other values (183) 3995 84.1%
 
ValueCountFrequency (%) 
978.1 2 < 0.1%
 
978.2 1 < 0.1%
 
978.3 4 0.1%
 
978.4 7 0.1%
 
978.5 1 < 0.1%
 
ValueCountFrequency (%) 
997.4 2 < 0.1%
 
997.3 9 0.2%
 
997.2 2 < 0.1%
 
997.1 5 0.1%
 
997 1 < 0.1%
 

X07
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count210
Unique (%)4.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.65808081
Minimum11.6
Maximum32.7
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum11.6
5-th percentile14.9
Q118.4
median21.2
Q324.825
95-th percentile29.1
Maximum32.7
Range21.1
Interquartile range (IQR)6.425

Descriptive statistics

Standard deviation4.377216363
Coefficient of variation (CV)0.202105459
Kurtosis-0.5762853869
Mean21.65808081
Median Absolute Deviation (MAD)3.62311924
Skewness0.1356055345
Sum102919.2
Variance19.16002309
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[11.6 12.05 14.55 15.95 17.55 ... 24.75 27.55 29.65 31.45 32.7 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
19.9 65 1.4%
 
20.5 59 1.2%
 
20 58 1.2%
 
19.4 55 1.2%
 
20.4 53 1.1%
 
20.3 51 1.1%
 
18.3 49 1.0%
 
18.2 47 1.0%
 
23 47 1.0%
 
19.7 45 0.9%
 
Other values (200) 4223 88.9%
 
ValueCountFrequency (%) 
11.6 1 < 0.1%
 
11.7 8 0.2%
 
11.8 13 0.3%
 
11.9 19 0.4%
 
12 11 0.2%
 
ValueCountFrequency (%) 
32.7 1 < 0.1%
 
32.6 2 < 0.1%
 
32.5 3 0.1%
 
32.4 4 0.1%
 
32.2 4 0.1%
 

X08
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count202
Unique (%)4.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1008.790341
Minimum997.3
Maximum1017.5
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum997.3
5-th percentile1002.6
Q11006.7
median1008.8
Q31011.4
95-th percentile1013.7
Maximum1017.5
Range20.2
Interquartile range (IQR)4.7

Descriptive statistics

Standard deviation3.520316792
Coefficient of variation (CV)0.003489641653
Kurtosis0.2638418799
Mean1008.790341
Median Absolute Deviation (MAD)2.796162142
Skewness-0.3622423887
Sum4793771.7
Variance12.39263032
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 997.3 999.15 1001.85 1003.15 1005.05 ... 1010.75 1013.05 1013.65 1013.95 1017.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1012.6 71 1.5%
 
1008.7 68 1.4%
 
1007.3 67 1.4%
 
1007.5 65 1.4%
 
1012.8 64 1.3%
 
1007.8 63 1.3%
 
1012.7 63 1.3%
 
1011.1 62 1.3%
 
1007.7 62 1.3%
 
1011 60 1.3%
 
Other values (192) 4107 86.4%
 
ValueCountFrequency (%) 
997.3 1 < 0.1%
 
997.4 2 < 0.1%
 
997.5 1 < 0.1%
 
997.6 7 0.1%
 
997.7 4 0.1%
 
ValueCountFrequency (%) 
1017.5 4 0.1%
 
1017.4 5 0.1%
 
1017.3 3 0.1%
 
1017.2 3 0.1%
 
1017.1 8 0.2%
 

X09
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count216
Unique (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1008.394171
Minimum996.3
Maximum1018
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum996.3
5-th percentile1002.455
Q11006.3
median1008.4
Q31010.9
95-th percentile1013.3
Maximum1018
Range21.7
Interquartile range (IQR)4.6

Descriptive statistics

Standard deviation3.54617995
Coefficient of variation (CV)0.003516660501
Kurtosis0.5925427776
Mean1008.394171
Median Absolute Deviation (MAD)2.769325436
Skewness-0.3027984784
Sum4791889.1
Variance12.57539224
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 996.3 998.95 1001.35 1001.75 1002.45 ... 1011.95 1012.25 1013.25 1013.45 1018. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1007.3 82 1.7%
 
1012.1 81 1.7%
 
1007.4 73 1.5%
 
1007.2 72 1.5%
 
1009.1 65 1.4%
 
1008.4 65 1.4%
 
1012 65 1.4%
 
1006.3 64 1.3%
 
1009.5 62 1.3%
 
1005.9 61 1.3%
 
Other values (206) 4062 85.5%
 
ValueCountFrequency (%) 
996.3 1 < 0.1%
 
996.4 4 0.1%
 
996.5 1 < 0.1%
 
996.6 3 0.1%
 
996.7 4 0.1%
 
ValueCountFrequency (%) 
1018 3 0.1%
 
1017.9 5 0.1%
 
1017.8 6 0.1%
 
1017.7 1 < 0.1%
 
1017.6 1 < 0.1%
 

X10
Real number (ℝ≥0)

ZEROS
Distinct count38
Unique (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.006734007
Minimum0
Maximum18.5
Zeros4124
Zeros (%)86.8%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile10
Maximum18.5
Range18.5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation3.324414718
Coefficient of variation (CV)3.30217783
Kurtosis13.01932518
Mean1.006734007
Median Absolute Deviation (MAD)1.777887602
Skewness3.635828592
Sum4784
Variance11.05173322
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.25 0.75 1.75 2.75 ... 10.25 16.25 17.75 18.25 18.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4124 86.8%
 
0.5 143 3.0%
 
10 119 2.5%
 
9 54 1.1%
 
18.5 40 0.8%
 
2.5 29 0.6%
 
7.5 23 0.5%
 
5 21 0.4%
 
16.5 19 0.4%
 
2 18 0.4%
 
Other values (28) 162 3.4%
 
ValueCountFrequency (%) 
0 4124 86.8%
 
0.5 143 3.0%
 
1 4 0.1%
 
1.5 4 0.1%
 
2 18 0.4%
 
ValueCountFrequency (%) 
18.5 40 0.8%
 
18 1 < 0.1%
 
17.5 18 0.4%
 
17 16 0.3%
 
16.5 19 0.4%
 

X11
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count1507
Unique (%)31.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.00847854
Minimum0
Maximum30.7
Zeros1160
Zeros (%)24.4%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.02
median7.69
Q322.19
95-th percentile28.48
Maximum30.7
Range30.7
Interquartile range (IQR)22.17

Descriptive statistics

Standard deviation10.87353949
Coefficient of variation (CV)0.9877422618
Kurtosis-1.412754396
Mean11.00847854
Median Absolute Deviation (MAD)9.846210142
Skewness0.4235567753
Sum52312.29
Variance118.233861
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 5.0000e-03 2.5000e-02 1.1500e-01 3.9000e-01 ... 3.0055e+01 3.0195e+01 3.0250e+01 3.0695e+01 3.0700e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1160 24.4%
 
10.48 32 0.7%
 
3.15 31 0.7%
 
23.95 30 0.6%
 
25.04 29 0.6%
 
26.04 29 0.6%
 
28.73 28 0.6%
 
21.12 28 0.6%
 
19.69 28 0.6%
 
29.54 28 0.6%
 
Other values (1497) 3329 70.1%
 
ValueCountFrequency (%) 
0 1160 24.4%
 
0.01 25 0.5%
 
0.02 17 0.4%
 
0.03 12 0.3%
 
0.05 27 0.6%
 
ValueCountFrequency (%) 
30.7 27 0.6%
 
30.69 1 < 0.1%
 
30.68 1 < 0.1%
 
30.65 1 < 0.1%
 
30.62 1 < 0.1%
 

X12
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count776
Unique (%)16.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean68.20982744
Minimum16.4
Maximum97.9
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum16.4
5-th percentile29.555
Q149.5
median72.15
Q389.025
95-th percentile95.5
Maximum97.9
Range81.5
Interquartile range (IQR)39.525

Descriptive statistics

Standard deviation22.27805264
Coefficient of variation (CV)0.3266105996
Kurtosis-1.100273015
Mean68.20982744
Median Absolute Deviation (MAD)19.61122527
Skewness-0.4198350558
Sum324133.1
Variance496.3116294
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[16.4 22.95 32.05 36.95 41.95 ... 91.85 96.85 97.15 97.85 97.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
94.5 25 0.5%
 
93.4 24 0.5%
 
90.6 23 0.5%
 
94.6 23 0.5%
 
92.6 22 0.5%
 
92.5 22 0.5%
 
92.2 21 0.4%
 
93.9 21 0.4%
 
92 21 0.4%
 
94.3 20 0.4%
 
Other values (766) 4530 95.3%
 
ValueCountFrequency (%) 
16.4 1 < 0.1%
 
16.5 1 < 0.1%
 
16.8 3 0.1%
 
17 1 < 0.1%
 
17.1 1 < 0.1%
 
ValueCountFrequency (%) 
97.9 8 0.2%
 
97.8 2 < 0.1%
 
97.7 1 < 0.1%
 
97.6 3 0.1%
 
97.4 2 < 0.1%
 

X13
Real number (ℝ≥0)

ZEROS
Distinct count2281
Unique (%)48.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean161.3576389
Minimum0
Maximum360
Zeros448
Zeros (%)9.4%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q169.225
median182.6
Q3228.925
95-th percentile328.645
Maximum360
Range360
Interquartile range (IQR)159.7

Descriptive statistics

Standard deviation98.78745951
Coefficient of variation (CV)0.6122267293
Kurtosis-0.8896871436
Mean161.3576389
Median Absolute Deviation (MAD)82.63304281
Skewness-0.1583248591
Sum766771.5
Variance9758.962156
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 3.5000e-01 8.8500e+00 7.4400e+01 1.3405e+02 ... 1.8085e+02 2.3925e+02 2.6535e+02 3.4340e+02 3.6000e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 448 9.4%
 
199.5 9 0.2%
 
208 8 0.2%
 
232.6 8 0.2%
 
188.9 8 0.2%
 
222.2 8 0.2%
 
195 7 0.1%
 
194.1 7 0.1%
 
226 7 0.1%
 
194 7 0.1%
 
Other values (2271) 4235 89.1%
 
ValueCountFrequency (%) 
0 448 9.4%
 
0.7 1 < 0.1%
 
0.9 1 < 0.1%
 
1 1 < 0.1%
 
1.1 1 < 0.1%
 
ValueCountFrequency (%) 
360 1 < 0.1%
 
359.9 2 < 0.1%
 
359.6 1 < 0.1%
 
359.5 1 < 0.1%
 
359.4 2 < 0.1%
 

X14
Boolean

CONST
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size234.2 KiB
0
4752
ValueCountFrequency (%) 
0 4752 100.0%
 

X15
Real number (ℝ≥0)

ZEROS
Distinct count2316
Unique (%)48.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean174.346654
Minimum0
Maximum359.9
Zeros354
Zeros (%)7.4%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q1115.6
median170.25
Q3258.4
95-th percentile319.5
Maximum359.9
Range359.9
Interquartile range (IQR)142.8

Descriptive statistics

Standard deviation97.78581103
Coefficient of variation (CV)0.5608700182
Kurtosis-0.9318808399
Mean174.346654
Median Absolute Deviation (MAD)83.13372166
Skewness-0.2104264579
Sum828495.3
Variance9562.064838
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 5.0000e-02 6.7450e+01 9.6850e+01 1.1200e+02 ... 2.3275e+02 2.4935e+02 2.7495e+02 2.9770e+02 3.5990e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 354 7.4%
 
139.9 9 0.2%
 
258.4 8 0.2%
 
120.7 8 0.2%
 
127.4 8 0.2%
 
118.5 8 0.2%
 
260.3 8 0.2%
 
260.5 7 0.1%
 
267.4 7 0.1%
 
140.2 7 0.1%
 
Other values (2306) 4328 91.1%
 
ValueCountFrequency (%) 
0 354 7.4%
 
0.1 1 < 0.1%
 
0.2 1 < 0.1%
 
0.7 2 < 0.1%
 
1.1 2 < 0.1%
 
ValueCountFrequency (%) 
359.9 2 < 0.1%
 
359.7 1 < 0.1%
 
359.5 1 < 0.1%
 
359.3 1 < 0.1%
 
359.2 1 < 0.1%
 

X16
Boolean

CONST
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size234.2 KiB
0
4752
ValueCountFrequency (%) 
0 4752 100.0%
 

X17
Real number (ℝ≥0)

ZEROS
Distinct count2233
Unique (%)47.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean161.8238636
Minimum0
Maximum360
Zeros872
Zeros (%)18.4%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q133.875
median190.45
Q3253.125
95-th percentile332.49
Maximum360
Range360
Interquartile range (IQR)219.25

Descriptive statistics

Standard deviation115.943382
Coefficient of variation (CV)0.716478889
Kurtosis-1.36001756
Mean161.8238636
Median Absolute Deviation (MAD)102.963733
Skewness-0.1394039701
Sum768987
Variance13442.86784
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 5.0000e-02 6.1000e+01 1.2325e+02 2.0745e+02 2.1690e+02 2.2810e+02 2.4025e+02 3.0765e+02 3.6000e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 872 18.4%
 
218.8 11 0.2%
 
222.1 11 0.2%
 
222.7 9 0.2%
 
217.5 9 0.2%
 
234.4 8 0.2%
 
219.6 8 0.2%
 
226.8 8 0.2%
 
228 7 0.1%
 
221.1 7 0.1%
 
Other values (2223) 3802 80.0%
 
ValueCountFrequency (%) 
0 872 18.4%
 
0.1 1 < 0.1%
 
0.4 1 < 0.1%
 
0.5 1 < 0.1%
 
0.6 3 0.1%
 
ValueCountFrequency (%) 
360 1 < 0.1%
 
359.9 1 < 0.1%
 
359.6 2 < 0.1%
 
359.5 1 < 0.1%
 
359.3 1 < 0.1%
 

X18
Real number (ℝ≥0)

ZEROS
Distinct count63
Unique (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.377462121
Minimum0
Maximum8.9
Zeros400
Zeros (%)8.4%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.5
median1
Q32.1
95-th percentile3.7
Maximum8.9
Range8.9
Interquartile range (IQR)1.6

Descriptive statistics

Standard deviation1.155024002
Coefficient of variation (CV)0.838515981
Kurtosis1.191878768
Mean1.377462121
Median Absolute Deviation (MAD)0.9257028141
Skewness1.125258103
Sum6545.7
Variance1.334080445
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.05 0.25 0.35 0.95 ... 3.65 4.35 5.1 6.05 8.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 400 8.4%
 
0.7 246 5.2%
 
0.5 245 5.2%
 
0.6 242 5.1%
 
0.8 238 5.0%
 
0.4 233 4.9%
 
0.9 229 4.8%
 
1 183 3.9%
 
1.1 170 3.6%
 
0.3 161 3.4%
 
Other values (53) 2405 50.6%
 
ValueCountFrequency (%) 
0 400 8.4%
 
0.1 108 2.3%
 
0.2 121 2.5%
 
0.3 161 3.4%
 
0.4 233 4.9%
 
ValueCountFrequency (%) 
8.9 1 < 0.1%
 
7.3 1 < 0.1%
 
6.9 1 < 0.1%
 
6.1 1 < 0.1%
 
6 1 < 0.1%
 

X19
Boolean

CONST
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size234.2 KiB
0
4752
ValueCountFrequency (%) 
0 4752 100.0%
 

X20
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count747
Unique (%)15.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean71.47887205
Minimum19.7
Maximum97.9
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum19.7
5-th percentile33.5
Q153.075
median74.2
Q392.6
95-th percentile97.9
Maximum97.9
Range78.2
Interquartile range (IQR)39.525

Descriptive statistics

Standard deviation21.83044562
Coefficient of variation (CV)0.3054111654
Kurtosis-1.116540303
Mean71.47887205
Median Absolute Deviation (MAD)19.27442151
Skewness-0.3777136587
Sum339667.6
Variance476.5683559
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[19.7 24.95 30.75 44.25 65.65 85.45 90.05 94.55 97.85 97.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
97.9 433 9.1%
 
97.7 26 0.5%
 
97.2 24 0.5%
 
95 23 0.5%
 
97.6 22 0.5%
 
96.7 22 0.5%
 
97.5 22 0.5%
 
97.8 21 0.4%
 
95.7 20 0.4%
 
90.7 20 0.4%
 
Other values (737) 4119 86.7%
 
ValueCountFrequency (%) 
19.7 1 < 0.1%
 
19.9 1 < 0.1%
 
20 1 < 0.1%
 
20.3 1 < 0.1%
 
20.4 1 < 0.1%
 
ValueCountFrequency (%) 
97.9 433 9.1%
 
97.8 21 0.4%
 
97.7 26 0.5%
 
97.6 22 0.5%
 
97.5 22 0.5%
 

X21
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count42
Unique (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.138362795
Minimum0
Maximum21
Zeros4145
Zeros (%)87.2%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile10.5
Maximum21
Range21
Interquartile range (IQR)0

Descriptive statistics

Standard deviation4.079038532
Coefficient of variation (CV)3.583250043
Kurtosis14.56419672
Mean1.138362795
Median Absolute Deviation (MAD)2.026113185
Skewness3.930864671
Sum5409.5
Variance16.63855535
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.25 0.75 2.25 2.75 ... 5.25 18.25 19. 20.75 21. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4145 87.2%
 
0.5 149 3.1%
 
21 90 1.9%
 
5 73 1.5%
 
18.5 57 1.2%
 
4.5 43 0.9%
 
2.5 36 0.8%
 
10.5 15 0.3%
 
7 9 0.2%
 
16 8 0.2%
 
Other values (32) 127 2.7%
 
ValueCountFrequency (%) 
0 4145 87.2%
 
0.5 149 3.1%
 
1 3 0.1%
 
1.5 4 0.1%
 
2 4 0.1%
 
ValueCountFrequency (%) 
21 90 1.9%
 
20.5 4 0.1%
 
20 3 0.1%
 
19.5 1 < 0.1%
 
18.5 57 1.2%
 

X22
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count194
Unique (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1001.77319
Minimum990.8
Maximum1010.1
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum990.8
5-th percentile995.655
Q1999.9
median1001.9
Q31004.2
95-th percentile1006.3
Maximum1010.1
Range19.3
Interquartile range (IQR)4.3

Descriptive statistics

Standard deviation3.367734919
Coefficient of variation (CV)0.003361773854
Kurtosis0.465567862
Mean1001.77319
Median Absolute Deviation (MAD)2.637149536
Skewness-0.3645001685
Sum4760426.2
Variance11.34163848
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 990.8 992.95 993.35 994.75 995.35 ... 1006.85 1007.95 1009.05 1009.45 1010.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1000.1 107 2.3%
 
1004.5 82 1.7%
 
1000.5 81 1.7%
 
1000 75 1.6%
 
1000.2 75 1.6%
 
1004.9 75 1.6%
 
1001.7 73 1.5%
 
1000.3 69 1.5%
 
1004 69 1.5%
 
1001 67 1.4%
 
Other values (184) 3979 83.7%
 
ValueCountFrequency (%) 
990.8 3 0.1%
 
990.9 4 0.1%
 
991 3 0.1%
 
991.1 4 0.1%
 
991.2 5 0.1%
 
ValueCountFrequency (%) 
1010.1 1 < 0.1%
 
1010 5 0.1%
 
1009.9 5 0.1%
 
1009.8 12 0.3%
 
1009.7 7 0.1%
 

X23
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count194
Unique (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1008.850989
Minimum997.5
Maximum1017.1
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum997.5
5-th percentile1002.7
Q11006.9
median1008.9
Q31011.4
95-th percentile1013.5
Maximum1017.1
Range19.6
Interquartile range (IQR)4.5

Descriptive statistics

Standard deviation3.417632765
Coefficient of variation (CV)0.003387648723
Kurtosis0.4170236507
Mean1008.850989
Median Absolute Deviation (MAD)2.695183288
Skewness-0.4063088997
Sum4794059.9
Variance11.68021371
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 997.5 999.2 1001.85 1003.25 1005.05 ... 1013.85 1014.95 1016.05 1016.65 1017.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1007.3 84 1.8%
 
1007.1 80 1.7%
 
1007.2 77 1.6%
 
1007.5 75 1.6%
 
1012.1 74 1.6%
 
1011.4 69 1.5%
 
1011.5 68 1.4%
 
1008.6 67 1.4%
 
1009.5 67 1.4%
 
1011.9 66 1.4%
 
Other values (184) 4025 84.7%
 
ValueCountFrequency (%) 
997.5 3 0.1%
 
997.6 3 0.1%
 
997.7 3 0.1%
 
997.8 3 0.1%
 
997.9 3 0.1%
 
ValueCountFrequency (%) 
1017.1 3 0.1%
 
1017 8 0.2%
 
1016.9 2 < 0.1%
 
1016.8 4 0.1%
 
1016.7 4 0.1%
 

X24
Real number (ℝ≥0)

ZEROS
Distinct count57
Unique (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9850589226
Minimum0
Maximum6
Zeros1821
Zeros (%)38.3%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.7
Q31.7
95-th percentile3.1
Maximum6
Range6
Interquartile range (IQR)1.7

Descriptive statistics

Standard deviation1.09131386
Coefficient of variation (CV)1.10786658
Kurtosis0.5101535559
Mean0.9850589226
Median Absolute Deviation (MAD)0.9067811072
Skewness1.024556671
Sum4681
Variance1.190965941
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.05 0.55 1.65 2.35 2.75 3.65 4.55 6. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1821 38.3%
 
1.1 140 2.9%
 
1.4 132 2.8%
 
1.2 131 2.8%
 
1.3 125 2.6%
 
0.9 124 2.6%
 
1.6 117 2.5%
 
0.6 115 2.4%
 
1 115 2.4%
 
0.8 115 2.4%
 
Other values (47) 1817 38.2%
 
ValueCountFrequency (%) 
0 1821 38.3%
 
0.1 66 1.4%
 
0.2 74 1.6%
 
0.3 59 1.2%
 
0.4 93 2.0%
 
ValueCountFrequency (%) 
6 1 < 0.1%
 
5.8 1 < 0.1%
 
5.7 1 < 0.1%
 
5.6 1 < 0.1%
 
5.4 2 < 0.1%
 

X25
Real number (ℝ≥0)

ZEROS
Distinct count1690
Unique (%)35.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean139.5244529
Minimum0
Maximum359.9
Zeros1857
Zeros (%)39.1%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median134.15
Q3270.9
95-th percentile325.5
Maximum359.9
Range359.9
Interquartile range (IQR)270.9

Descriptive statistics

Standard deviation131.4380356
Coefficient of variation (CV)0.9420430106
Kurtosis-1.721018685
Mean139.5244529
Median Absolute Deviation (MAD)124.1501104
Skewness0.1075009468
Sum663020.2
Variance17275.95721
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 5.0000e-02 2.2200e+01 9.1050e+01 1.7195e+02 ... 2.2170e+02 2.5525e+02 2.9655e+02 3.0415e+02 3.5990e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1857 39.1%
 
292.3 9 0.2%
 
265.3 8 0.2%
 
268.5 8 0.2%
 
291.4 7 0.1%
 
291.1 7 0.1%
 
268.6 7 0.1%
 
283.6 7 0.1%
 
287.9 7 0.1%
 
280.1 7 0.1%
 
Other values (1680) 2828 59.5%
 
ValueCountFrequency (%) 
0 1857 39.1%
 
0.1 1 < 0.1%
 
0.2 1 < 0.1%
 
0.3 1 < 0.1%
 
0.4 1 < 0.1%
 
ValueCountFrequency (%) 
359.9 2 < 0.1%
 
359.8 3 0.1%
 
359.5 1 < 0.1%
 
359.3 1 < 0.1%
 
359.1 1 < 0.1%
 

X26
Real number (ℝ≥0)

ZEROS
Distinct count62
Unique (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.369886364
Minimum0
Maximum6.8
Zeros782
Zeros (%)16.5%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.3
median1.1
Q32.1
95-th percentile3.8
Maximum6.8
Range6.8
Interquartile range (IQR)1.8

Descriptive statistics

Standard deviation1.240899581
Coefficient of variation (CV)0.9058412536
Kurtosis0.298369711
Mean1.369886364
Median Absolute Deviation (MAD)1.012883571
Skewness0.9235146461
Sum6509.7
Variance1.53983177
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.05 0.95 1.75 2.45 3.25 4.05 4.75 5.65 6.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 782 16.5%
 
0.6 182 3.8%
 
0.5 178 3.7%
 
0.7 168 3.5%
 
0.1 162 3.4%
 
0.4 157 3.3%
 
0.9 153 3.2%
 
0.8 146 3.1%
 
0.3 145 3.1%
 
1.1 139 2.9%
 
Other values (52) 2540 53.5%
 
ValueCountFrequency (%) 
0 782 16.5%
 
0.1 162 3.4%
 
0.2 123 2.6%
 
0.3 145 3.1%
 
0.4 157 3.3%
 
ValueCountFrequency (%) 
6.8 1 < 0.1%
 
6.2 1 < 0.1%
 
5.9 2 < 0.1%
 
5.8 1 < 0.1%
 
5.7 2 < 0.1%
 

X27
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count183
Unique (%)3.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1007.554924
Minimum997.2
Maximum1015.4
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum997.2
5-th percentile1001.3
Q11005.5
median1007.7
Q31010.2
95-th percentile1012.4
Maximum1015.4
Range18.2
Interquartile range (IQR)4.7

Descriptive statistics

Standard deviation3.446474525
Coefficient of variation (CV)0.00342063191
Kurtosis0.3575097271
Mean1007.554924
Median Absolute Deviation (MAD)2.722549038
Skewness-0.4087109898
Sum4787901
Variance11.87818665
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 997.2 997.55 997.85 1000.25 1001.65 ... 1012.65 1013.95 1014.55 1014.95 1015.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1006.8 93 2.0%
 
1010.4 80 1.7%
 
1008 78 1.6%
 
1010.7 78 1.6%
 
1010.1 71 1.5%
 
1008.4 71 1.5%
 
1010.8 70 1.5%
 
1007.9 69 1.5%
 
1006.7 69 1.5%
 
1007.8 68 1.4%
 
Other values (173) 4005 84.3%
 
ValueCountFrequency (%) 
997.2 3 0.1%
 
997.3 3 0.1%
 
997.4 9 0.2%
 
997.5 4 0.1%
 
997.6 14 0.3%
 
ValueCountFrequency (%) 
1015.4 3 0.1%
 
1015.3 24 0.5%
 
1015.2 9 0.2%
 
1015.1 4 0.1%
 
1015 9 0.2%
 

X28
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count215
Unique (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.0790404
Minimum10.3
Maximum33.2
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum10.3
5-th percentile15.5
Q119
median21.7
Q325.2
95-th percentile29.3
Maximum33.2
Range22.9
Interquartile range (IQR)6.2

Descriptive statistics

Standard deviation4.22520308
Coefficient of variation (CV)0.191367152
Kurtosis-0.4375171326
Mean22.0790404
Median Absolute Deviation (MAD)3.468863721
Skewness0.09918493158
Sum104919.6
Variance17.85234107
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[10.3 13.45 13.95 15.95 17.65 ... 25.45 27.85 28.65 31.25 33.2 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
19.7 92 1.9%
 
20.7 89 1.9%
 
20.2 81 1.7%
 
18.7 70 1.5%
 
21.7 69 1.5%
 
18.2 62 1.3%
 
22.2 62 1.3%
 
19.5 62 1.3%
 
21.2 58 1.2%
 
21.6 56 1.2%
 
Other values (205) 4051 85.2%
 
ValueCountFrequency (%) 
10.3 2 < 0.1%
 
10.5 1 < 0.1%
 
10.6 3 0.1%
 
10.7 1 < 0.1%
 
10.8 2 < 0.1%
 
ValueCountFrequency (%) 
33.2 1 < 0.1%
 
32.8 3 0.1%
 
32.7 7 0.1%
 
32.6 1 < 0.1%
 
32.5 1 < 0.1%
 

X29
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count193
Unique (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1000.811932
Minimum989.7
Maximum1009
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum989.7
5-th percentile994.7
Q1998.9
median1000.9
Q31003.4
95-th percentile1005.4
Maximum1009
Range19.3
Interquartile range (IQR)4.5

Descriptive statistics

Standard deviation3.390206327
Coefficient of variation (CV)0.003387455944
Kurtosis0.4856754389
Mean1000.811932
Median Absolute Deviation (MAD)2.661744098
Skewness-0.3916813992
Sum4755858.3
Variance11.49349894
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 989.7 991.15 993.35 995.15 997.25 ... 1004.55 1005.25 1005.75 1007.15 1009. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
999.1 96 2.0%
 
999.4 85 1.8%
 
1003.5 81 1.7%
 
999 78 1.6%
 
999.2 77 1.6%
 
998.9 73 1.5%
 
1003.3 73 1.5%
 
1001.7 72 1.5%
 
999.3 70 1.5%
 
1001.1 67 1.4%
 
Other values (183) 3980 83.8%
 
ValueCountFrequency (%) 
989.7 3 0.1%
 
989.8 5 0.1%
 
989.9 3 0.1%
 
990 2 < 0.1%
 
990.1 2 < 0.1%
 
ValueCountFrequency (%) 
1009 5 0.1%
 
1008.9 8 0.2%
 
1008.8 3 0.1%
 
1008.7 7 0.1%
 
1008.6 9 0.2%
 

X30
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count771
Unique (%)16.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean65.65763889
Minimum17.4
Maximum97.2
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum17.4
5-th percentile27.9
Q148.075
median69.4
Q385.6
95-th percentile92.8
Maximum97.2
Range79.8
Interquartile range (IQR)37.525

Descriptive statistics

Standard deviation21.52569944
Coefficient of variation (CV)0.3278476016
Kurtosis-1.034083802
Mean65.65763889
Median Absolute Deviation (MAD)18.84185226
Skewness-0.42062744
Sum312005.1
Variance463.3557362
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[17.4 26.95 40.65 56.35 74.75 83.35 94.05 97.2 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
88.5 23 0.5%
 
85.8 22 0.5%
 
84.3 21 0.4%
 
86.8 21 0.4%
 
87 20 0.4%
 
86.4 20 0.4%
 
87.3 20 0.4%
 
90.7 19 0.4%
 
86.7 19 0.4%
 
88.7 19 0.4%
 
Other values (761) 4548 95.7%
 
ValueCountFrequency (%) 
17.4 1 < 0.1%
 
17.5 1 < 0.1%
 
17.7 2 < 0.1%
 
17.8 2 < 0.1%
 
17.9 4 0.1%
 
ValueCountFrequency (%) 
97.2 1 < 0.1%
 
97 1 < 0.1%
 
96.9 4 0.1%
 
96.8 6 0.1%
 
96.7 4 0.1%
 

X31
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count272
Unique (%)5.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.84652778
Minimum5.3
Maximum33.1
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum5.3
5-th percentile10.7
Q116
median19.4
Q324.1
95-th percentile28.8
Maximum33.1
Range27.8
Interquartile range (IQR)8.1

Descriptive statistics

Standard deviation5.520259137
Coefficient of variation (CV)0.2781473514
Kurtosis-0.5199722462
Mean19.84652778
Median Absolute Deviation (MAD)4.540891847
Skewness-0.03951196769
Sum94310.7
Variance30.47326094
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5.3 7.25 11.05 13.25 15.05 ... 20.35 27.55 29.75 31.55 33.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
18 55 1.2%
 
17.7 48 1.0%
 
17.6 44 0.9%
 
18.6 43 0.9%
 
17.3 43 0.9%
 
17.4 42 0.9%
 
17.5 42 0.9%
 
20.1 42 0.9%
 
19.1 41 0.9%
 
17.8 40 0.8%
 
Other values (262) 4312 90.7%
 
ValueCountFrequency (%) 
5.3 1 < 0.1%
 
5.4 2 < 0.1%
 
5.5 2 < 0.1%
 
5.6 6 0.1%
 
5.7 3 0.1%
 
ValueCountFrequency (%) 
33.1 1 < 0.1%
 
32.8 3 0.1%
 
32.7 2 < 0.1%
 
32.5 4 0.1%
 
32.4 5 0.1%
 

X32
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count264
Unique (%)5.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.01298401
Minimum5.5
Maximum32.9
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum5.5
5-th percentile11.2
Q116.3
median19.6
Q324.1
95-th percentile28.6
Maximum32.9
Range27.4
Interquartile range (IQR)7.8

Descriptive statistics

Standard deviation5.271629705
Coefficient of variation (CV)0.2634104791
Kurtosis-0.5126756444
Mean20.01298401
Median Absolute Deviation (MAD)4.339623596
Skewness-0.004110479529
Sum95101.7
Variance27.79007975
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5.5 7.25 9.75 13.15 14.05 ... 19.75 27.05 28.65 30.75 32.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
16.9 64 1.3%
 
17.5 45 0.9%
 
17 45 0.9%
 
19.5 44 0.9%
 
18.9 44 0.9%
 
17.8 44 0.9%
 
17.3 43 0.9%
 
25.8 43 0.9%
 
16 42 0.9%
 
18.6 40 0.8%
 
Other values (254) 4298 90.4%
 
ValueCountFrequency (%) 
5.5 4 0.1%
 
5.8 3 0.1%
 
5.9 3 0.1%
 
6 2 < 0.1%
 
6.1 2 < 0.1%
 
ValueCountFrequency (%) 
32.9 1 < 0.1%
 
32.7 1 < 0.1%
 
32.6 5 0.1%
 
32.4 2 < 0.1%
 
32.3 4 0.1%
 

X33
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count182
Unique (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1009.074747
Minimum998.7
Maximum1016.8
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum998.7
5-th percentile1002.9
Q11007.075
median1009.2
Q31011.7
95-th percentile1013.9
Maximum1016.8
Range18.1
Interquartile range (IQR)4.625

Descriptive statistics

Standard deviation3.440669197
Coefficient of variation (CV)0.003409726788
Kurtosis0.3077208583
Mean1009.074747
Median Absolute Deviation (MAD)2.726429701
Skewness-0.4222226593
Sum4795123.2
Variance11.83820452
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 998.7 999.15 999.35 1001.95 1003.25 ... 1014.15 1015.25 1015.95 1016.35 1016.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1008 79 1.7%
 
1008.4 78 1.6%
 
1012.2 77 1.6%
 
1011.6 76 1.6%
 
1007.5 75 1.6%
 
1012 74 1.6%
 
1008.1 72 1.5%
 
1008.3 69 1.5%
 
1007.4 69 1.5%
 
1009.4 69 1.5%
 
Other values (172) 4014 84.5%
 
ValueCountFrequency (%) 
998.7 1 < 0.1%
 
998.8 4 0.1%
 
998.9 8 0.2%
 
999 4 0.1%
 
999.1 5 0.1%
 
ValueCountFrequency (%) 
1016.8 3 0.1%
 
1016.7 20 0.4%
 
1016.6 12 0.3%
 
1016.5 4 0.1%
 
1016.4 9 0.2%
 

X34
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count1657
Unique (%)34.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.56756313
Minimum0
Maximum32.24
Zeros1144
Zeros (%)24.1%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.03
median8.21
Q322.5625
95-th percentile29.65
Maximum32.24
Range32.24
Interquartile range (IQR)22.5325

Descriptive statistics

Standard deviation11.38672721
Coefficient of variation (CV)0.9843669823
Kurtosis-1.399890175
Mean11.56756313
Median Absolute Deviation (MAD)10.30542389
Skewness0.4202338592
Sum54969.06
Variance129.6575566
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 5.0000e-03 6.5000e-02 2.7500e-01 1.0150e+00 ... 3.1815e+01 3.1925e+01 3.1940e+01 3.2235e+01 3.2240e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1144 24.1%
 
11.38 39 0.8%
 
4.12 34 0.7%
 
27.69 30 0.6%
 
28.92 29 0.6%
 
29.54 29 0.6%
 
24.2 29 0.6%
 
22.35 29 0.6%
 
29.61 29 0.6%
 
32.24 28 0.6%
 
Other values (1647) 3332 70.1%
 
ValueCountFrequency (%) 
0 1144 24.1%
 
0.01 27 0.6%
 
0.02 14 0.3%
 
0.03 21 0.4%
 
0.04 11 0.2%
 
ValueCountFrequency (%) 
32.24 28 0.6%
 
32.23 1 < 0.1%
 
32.2 1 < 0.1%
 
32.16 1 < 0.1%
 
32.11 1 < 0.1%
 

X35
Real number (ℝ≥0)

ZEROS
Distinct count2234
Unique (%)47.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean208.4005051
Minimum0
Maximum359.9
Zeros243
Zeros (%)5.1%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q1155.3
median240.85
Q3277.8
95-th percentile334.935
Maximum359.9
Range359.9
Interquartile range (IQR)122.5

Descriptive statistics

Standard deviation99.58056246
Coefficient of variation (CV)0.477832635
Kurtosis-0.413356053
Mean208.4005051
Median Absolute Deviation (MAD)81.25493615
Skewness-0.7833768942
Sum990319.2
Variance9916.288419
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 1.0000e-01 4.3850e+01 7.0550e+01 1.1885e+02 ... 2.4015e+02 2.6665e+02 3.1110e+02 3.4235e+02 3.5990e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 243 5.1%
 
260.9 11 0.2%
 
251.6 9 0.2%
 
260.8 8 0.2%
 
252.3 8 0.2%
 
257.5 8 0.2%
 
247.7 8 0.2%
 
251.5 8 0.2%
 
240.8 8 0.2%
 
259.2 7 0.1%
 
Other values (2224) 4434 93.3%
 
ValueCountFrequency (%) 
0 243 5.1%
 
0.2 2 < 0.1%
 
0.6 1 < 0.1%
 
0.8 1 < 0.1%
 
0.9 1 < 0.1%
 
ValueCountFrequency (%) 
359.9 1 < 0.1%
 
359.8 1 < 0.1%
 
359.4 1 < 0.1%
 
359.3 1 < 0.1%
 
359.1 2 < 0.1%
 

X36
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count141
Unique (%)3.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.53381734
Minimum0
Maximum33.6
Zeros4305
Zeros (%)90.6%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile13.645
Maximum33.6
Range33.6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5.578607159
Coefficient of variation (CV)3.637073994
Kurtosis18.38088225
Mean1.53381734
Median Absolute Deviation (MAD)2.782809613
Skewness4.204782993
Sum7288.7
Variance31.12085783
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.05 12.75 12.85 13.15 ... 26.65 28.75 29.05 33.55 33.6 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4305 90.6%
 
15.1 89 1.9%
 
33.6 63 1.3%
 
13.2 62 1.3%
 
12.8 19 0.4%
 
15 11 0.2%
 
28.8 11 0.2%
 
4.9 8 0.2%
 
14.9 8 0.2%
 
9.3 3 0.1%
 
Other values (131) 173 3.6%
 
ValueCountFrequency (%) 
0 4305 90.6%
 
0.1 2 < 0.1%
 
0.3 1 < 0.1%
 
0.5 1 < 0.1%
 
0.6 1 < 0.1%
 
ValueCountFrequency (%) 
33.6 63 1.3%
 
33.5 2 < 0.1%
 
33.4 1 < 0.1%
 
33.2 1 < 0.1%
 
32.9 1 < 0.1%
 

X37
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count771
Unique (%)16.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean65.91877104
Minimum17.5
Maximum97.8
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum17.5
5-th percentile32.2
Q151.5
median67.3
Q381.9
95-th percentile94.6
Maximum97.8
Range80.3
Interquartile range (IQR)30.4

Descriptive statistics

Standard deviation19.52717327
Coefficient of variation (CV)0.2962308453
Kurtosis-0.7855188871
Mean65.91877104
Median Absolute Deviation (MAD)16.52644061
Skewness-0.3194520838
Sum313246
Variance381.3104958
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[17.5 31.75 47.25 54.25 74.85 ... 96.45 96.55 96.65 97.6 97.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
96.5 55 1.2%
 
96.6 21 0.4%
 
60.2 20 0.4%
 
81.7 17 0.4%
 
78.6 16 0.3%
 
80.2 16 0.3%
 
52.9 15 0.3%
 
88.7 15 0.3%
 
81.6 15 0.3%
 
75.1 15 0.3%
 
Other values (761) 4547 95.7%
 
ValueCountFrequency (%) 
17.5 1 < 0.1%
 
17.8 1 < 0.1%
 
17.9 1 < 0.1%
 
18 1 < 0.1%
 
18.2 1 < 0.1%
 
ValueCountFrequency (%) 
97.8 9 0.2%
 
97.7 14 0.3%
 
97.5 2 < 0.1%
 
97.4 7 0.1%
 
97.3 4 0.1%
 

X38
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count756
Unique (%)15.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean58.1787037
Minimum17.9
Maximum94.8
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum17.9
5-th percentile25.855
Q144.6
median59.1
Q372.7
95-th percentile86.2
Maximum94.8
Range76.9
Interquartile range (IQR)28.1

Descriptive statistics

Standard deviation18.36828532
Coefficient of variation (CV)0.3157218045
Kurtosis-0.7992046588
Mean58.1787037
Median Absolute Deviation (MAD)15.27530786
Skewness-0.1737073481
Sum276465.2
Variance337.3939055
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[17.9 29.65 46.65 79.25 86.25 94.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
75.9 18 0.4%
 
59.5 17 0.4%
 
48.5 16 0.3%
 
65 16 0.3%
 
64.1 16 0.3%
 
55.1 16 0.3%
 
58.2 15 0.3%
 
57.3 15 0.3%
 
79.2 15 0.3%
 
59.1 15 0.3%
 
Other values (746) 4593 96.7%
 
ValueCountFrequency (%) 
17.9 2 < 0.1%
 
18 3 0.1%
 
18.1 1 < 0.1%
 
18.2 1 < 0.1%
 
18.3 1 < 0.1%
 
ValueCountFrequency (%) 
94.8 1 < 0.1%
 
94.7 5 0.1%
 
94.6 3 0.1%
 
94.5 1 < 0.1%
 
94.4 2 < 0.1%
 

X39
Real number (ℝ≥0)

ZEROS
Distinct count56
Unique (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.083122896
Minimum0
Maximum28
Zeros4330
Zeros (%)91.1%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile11.5
Maximum28
Range28
Interquartile range (IQR)0

Descriptive statistics

Standard deviation4.617366449
Coefficient of variation (CV)4.263012505
Kurtosis21.0155723
Mean1.083122896
Median Absolute Deviation (MAD)2.004058808
Skewness4.60454353
Sum5147
Variance21.32007292
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.25 0.75 1.75 10.25 14.75 15.25 27.25 27.75 28. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4330 91.1%
 
0.5 121 2.5%
 
15 71 1.5%
 
28 57 1.2%
 
27.5 19 0.4%
 
1 14 0.3%
 
14.5 13 0.3%
 
1.5 9 0.2%
 
13.5 8 0.2%
 
13 7 0.1%
 
Other values (46) 103 2.2%
 
ValueCountFrequency (%) 
0 4330 91.1%
 
0.5 121 2.5%
 
1 14 0.3%
 
1.5 9 0.2%
 
2 1 < 0.1%
 
ValueCountFrequency (%) 
28 57 1.2%
 
27.5 19 0.4%
 
27 2 < 0.1%
 
26.5 2 < 0.1%
 
26 2 < 0.1%
 

Y00
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count43
Unique (%)0.9%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean21.32418981
Minimum11.5
Maximum32
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum11.5
5-th percentile14.5
Q118
median21
Q324.5
95-th percentile29
Maximum32
Range20.5
Interquartile range (IQR)6.5

Descriptive statistics

Standard deviation4.309450573
Coefficient of variation (CV)0.2020921128
Kurtosis-0.5458465519
Mean21.32418981
Median Absolute Deviation (MAD)3.574098615
Skewness0.1330526332
Sum92120.5
Variance18.57136424
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
19.5 226 4.8%
 
18 213 4.5%
 
19 201 4.2%
 
18.5 199 4.2%
 
20 192 4.0%
 
23 183 3.9%
 
17.5 177 3.7%
 
23.5 167 3.5%
 
24 166 3.5%
 
21.5 161 3.4%
 
Other values (32) 2435 51.2%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
11.5 39 0.8%
 
12 29 0.6%
 
12.5 17 0.4%
 
13 17 0.4%
 
13.5 30 0.6%
 
ValueCountFrequency (%) 
32 7 0.1%
 
31.5 16 0.3%
 
31 37 0.8%
 
30.5 23 0.5%
 
30 45 0.9%
 

Y01
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count69
Unique (%)1.5%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean23.66458333
Minimum7
Maximum40.5
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile13
Q117.5
median22
Q330
95-th percentile37
Maximum40.5
Range33.5
Interquartile range (IQR)12.5

Descriptive statistics

Standard deviation7.566613664
Coefficient of variation (CV)0.3197442168
Kurtosis-0.9087103707
Mean23.66458333
Median Absolute Deviation (MAD)6.494904514
Skewness0.2962539402
Sum102231
Variance57.25364234
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
19.5 172 3.6%
 
19 158 3.3%
 
18 146 3.1%
 
20 140 2.9%
 
17.5 138 2.9%
 
16.5 133 2.8%
 
18.5 126 2.7%
 
20.5 122 2.6%
 
17 115 2.4%
 
16 109 2.3%
 
Other values (58) 2961 62.3%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
7 2 < 0.1%
 
7.5 13 0.3%
 
8 5 0.1%
 
8.5 5 0.1%
 
9 5 0.1%
 
ValueCountFrequency (%) 
40.5 2 < 0.1%
 
40 7 0.1%
 
39.5 19 0.4%
 
39 26 0.5%
 
38.5 38 0.8%
 

Y02
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count67
Unique (%)1.4%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean23.62361111
Minimum7
Maximum39.5
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile13
Q117.5
median22
Q329.5
95-th percentile36.5
Maximum39.5
Range32.5
Interquartile range (IQR)12

Descriptive statistics

Standard deviation7.423344336
Coefficient of variation (CV)0.3142341068
Kurtosis-0.9090322013
Mean23.62361111
Median Absolute Deviation (MAD)6.369953061
Skewness0.2418413202
Sum102054
Variance55.10604114
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
17.5 161 3.4%
 
19.5 156 3.3%
 
19 145 3.1%
 
16.5 144 3.0%
 
20 137 2.9%
 
17 133 2.8%
 
20.5 130 2.7%
 
16 119 2.5%
 
21 117 2.5%
 
18 112 2.4%
 
Other values (56) 2966 62.4%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
7 3 0.1%
 
7.5 10 0.2%
 
8 8 0.2%
 
8.5 5 0.1%
 
9 7 0.1%
 
ValueCountFrequency (%) 
39.5 5 0.1%
 
39 24 0.5%
 
38.5 37 0.8%
 
38 45 0.9%
 
37.5 46 1.0%
 

Y03
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count34
Unique (%)0.7%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean24.49895833
Minimum16
Maximum32
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum16
5-th percentile19
Q122
median24.5
Q327
95-th percentile30.5
Maximum32
Range16
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.343436906
Coefficient of variation (CV)0.1364726149
Kurtosis-0.604397009
Mean24.49895833
Median Absolute Deviation (MAD)2.786464603
Skewness0.1016766859
Sum105835.5
Variance11.17857034
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
22.5 282 5.9%
 
23 264 5.6%
 
26.5 256 5.4%
 
26 244 5.1%
 
23.5 240 5.1%
 
22 239 5.0%
 
21.5 211 4.4%
 
27.5 201 4.2%
 
27 185 3.9%
 
24.5 184 3.9%
 
Other values (23) 2014 42.4%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
16 11 0.2%
 
16.5 9 0.2%
 
17 10 0.2%
 
17.5 31 0.7%
 
18 47 1.0%
 
ValueCountFrequency (%) 
32 33 0.7%
 
31.5 46 1.0%
 
31 73 1.5%
 
30.5 83 1.7%
 
30 74 1.6%
 

Y04
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count37
Unique (%)0.8%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean24.51030093
Minimum15.5
Maximum33
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum15.5
5-th percentile19.5
Q122
median24.5
Q327
95-th percentile30.5
Maximum33
Range17.5
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.437558364
Coefficient of variation (CV)0.1402495373
Kurtosis-0.5757145943
Mean24.51030093
Median Absolute Deviation (MAD)2.837934885
Skewness0.0989713716
Sum105884.5
Variance11.8168075
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
23.5 240 5.1%
 
21.5 226 4.8%
 
23 226 4.8%
 
24 218 4.6%
 
25 215 4.5%
 
26.5 214 4.5%
 
24.5 209 4.4%
 
26 207 4.4%
 
22.5 200 4.2%
 
25.5 194 4.1%
 
Other values (26) 2171 45.7%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
15.5 2 < 0.1%
 
16 17 0.4%
 
16.5 8 0.2%
 
17 15 0.3%
 
17.5 49 1.0%
 
ValueCountFrequency (%) 
33 1 < 0.1%
 
32.5 29 0.6%
 
32 35 0.7%
 
31.5 42 0.9%
 
31 67 1.4%
 

Y05
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count90
Unique (%)1.9%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean24.16585648
Minimum7.5
Maximum53
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum7.5
5-th percentile13
Q117.5
median22
Q330
95-th percentile42
Maximum53
Range45.5
Interquartile range (IQR)12.5

Descriptive statistics

Standard deviation8.58921304
Coefficient of variation (CV)0.3554276277
Kurtosis0.2040546725
Mean24.16585648
Median Absolute Deviation (MAD)6.987887142
Skewness0.7663237478
Sum104396.5
Variance73.77458065
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
19 152 3.2%
 
17.5 151 3.2%
 
16.5 142 3.0%
 
17 139 2.9%
 
21 138 2.9%
 
18 131 2.8%
 
20.5 128 2.7%
 
16 121 2.5%
 
15.5 117 2.5%
 
19.5 111 2.3%
 
Other values (79) 2990 62.9%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
7.5 5 0.1%
 
8 13 0.3%
 
8.5 8 0.2%
 
9 8 0.2%
 
9.5 21 0.4%
 
ValueCountFrequency (%) 
53 1 < 0.1%
 
51.5 1 < 0.1%
 
50.5 4 0.1%
 
50 6 0.1%
 
49.5 4 0.1%
 

Y06
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count77
Unique (%)1.6%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean22.5306713
Minimum6.5
Maximum45
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum6.5
5-th percentile11.5
Q116.5
median21
Q328.5
95-th percentile35.5
Maximum45
Range38.5
Interquartile range (IQR)12

Descriptive statistics

Standard deviation7.468691867
Coefficient of variation (CV)0.331489984
Kurtosis-0.7595969928
Mean22.5306713
Median Absolute Deviation (MAD)6.378576175
Skewness0.3236898614
Sum97332.5
Variance55.7813582
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
18 162 3.4%
 
17.5 148 3.1%
 
14.5 147 3.1%
 
18.5 136 2.9%
 
16.5 136 2.9%
 
19 136 2.9%
 
15.5 136 2.9%
 
15 132 2.8%
 
19.5 123 2.6%
 
20 117 2.5%
 
Other values (66) 2947 62.0%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
6.5 1 < 0.1%
 
7 18 0.4%
 
7.5 9 0.2%
 
8 5 0.1%
 
8.5 14 0.3%
 
ValueCountFrequency (%) 
45 1 < 0.1%
 
44.5 1 < 0.1%
 
44 1 < 0.1%
 
43.5 1 < 0.1%
 
42.5 1 < 0.1%
 

Y07
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count90
Unique (%)1.9%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean23.78657407
Minimum7.5
Maximum52
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum7.5
5-th percentile12.5
Q117
median21.5
Q329.5
95-th percentile42.5
Maximum52
Range44.5
Interquartile range (IQR)12.5

Descriptive statistics

Standard deviation8.732548453
Coefficient of variation (CV)0.3671208988
Kurtosis0.148769174
Mean23.78657407
Median Absolute Deviation (MAD)7.124258831
Skewness0.8046535819
Sum102758
Variance76.25740248
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
15 163 3.4%
 
17 156 3.3%
 
18 143 3.0%
 
16 142 3.0%
 
20.5 136 2.9%
 
20 134 2.8%
 
19 132 2.8%
 
15.5 132 2.8%
 
19.5 129 2.7%
 
18.5 127 2.7%
 
Other values (79) 2926 61.6%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
7.5 8 0.2%
 
8 12 0.3%
 
8.5 8 0.2%
 
9 4 0.1%
 
9.5 23 0.5%
 
ValueCountFrequency (%) 
52 4 0.1%
 
51.5 4 0.1%
 
51 2 < 0.1%
 
50.5 1 < 0.1%
 
50 1 < 0.1%
 

Y08
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count96
Unique (%)2.0%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean24.01689815
Minimum7
Maximum54.5
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile12
Q117
median21
Q329
95-th percentile45
Maximum54.5
Range47.5
Interquartile range (IQR)12

Descriptive statistics

Standard deviation9.832279135
Coefficient of variation (CV)0.4093900501
Kurtosis0.2076667168
Mean24.01689815
Median Absolute Deviation (MAD)7.811879072
Skewness0.9612233051
Sum103753
Variance96.673713
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
20.5 155 3.3%
 
16.5 151 3.2%
 
19 151 3.2%
 
17 144 3.0%
 
20 142 3.0%
 
15.5 142 3.0%
 
15 133 2.8%
 
18.5 132 2.8%
 
16 125 2.6%
 
19.5 124 2.6%
 
Other values (85) 2921 61.5%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
7 15 0.3%
 
7.5 11 0.2%
 
8 4 0.1%
 
8.5 14 0.3%
 
9 27 0.6%
 
ValueCountFrequency (%) 
54.5 1 < 0.1%
 
54 2 < 0.1%
 
53.5 6 0.1%
 
53 4 0.1%
 
52.5 2 < 0.1%
 

Y09
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count79
Unique (%)1.7%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean22.22280093
Minimum3.5
Maximum42
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum3.5
5-th percentile9
Q115.5
median20
Q330.5
95-th percentile38
Maximum42
Range38.5
Interquartile range (IQR)15

Descriptive statistics

Standard deviation9.112298848
Coefficient of variation (CV)0.41004277
Kurtosis-0.9762586137
Mean22.22280093
Median Absolute Deviation (MAD)7.866562178
Skewness0.3314659705
Sum96002.5
Variance83.0339903
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
13 158 3.3%
 
16 156 3.3%
 
16.5 142 3.0%
 
17.5 133 2.8%
 
15.5 132 2.8%
 
17 129 2.7%
 
19.5 115 2.4%
 
13.5 105 2.2%
 
20 100 2.1%
 
19 100 2.1%
 
Other values (68) 3050 64.2%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
3.5 1 < 0.1%
 
4 8 0.2%
 
4.5 19 0.4%
 
5 3 0.1%
 
5.5 14 0.3%
 
ValueCountFrequency (%) 
42 4 0.1%
 
41.5 13 0.3%
 
41 16 0.3%
 
40.5 22 0.5%
 
40 42 0.9%
 

Y10
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count92
Unique (%)1.9%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean23.73726852
Minimum4
Maximum49
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile9.5
Q115.5
median20.5
Q332.5
95-th percentile43.5
Maximum49
Range45
Interquartile range (IQR)17

Descriptive statistics

Standard deviation10.5990002
Coefficient of variation (CV)0.4465130515
Kurtosis-0.782781545
Mean23.73726852
Median Absolute Deviation (MAD)9.056678134
Skewness0.515933009
Sum102545
Variance112.3388052
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
16 154 3.2%
 
16.5 137 2.9%
 
15.5 131 2.8%
 
17 118 2.5%
 
19.5 112 2.4%
 
20 110 2.3%
 
13 106 2.2%
 
15 103 2.2%
 
13.5 101 2.1%
 
17.5 101 2.1%
 
Other values (81) 3147 66.2%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
4 3 0.1%
 
4.5 16 0.3%
 
5 8 0.2%
 
5.5 8 0.2%
 
6 18 0.4%
 
ValueCountFrequency (%) 
49 2 < 0.1%
 
48.5 9 0.2%
 
48 10 0.2%
 
47.5 11 0.2%
 
47 12 0.3%
 

Y11
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count102
Unique (%)2.1%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean24.64965278
Minimum3
Maximum53
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum3
5-th percentile9
Q115
median21
Q334.5
95-th percentile47.5
Maximum53
Range50
Interquartile range (IQR)19.5

Descriptive statistics

Standard deviation12.21487029
Coefficient of variation (CV)0.4955392434
Kurtosis-0.8523554026
Mean24.64965278
Median Absolute Deviation (MAD)10.45908243
Skewness0.5262501298
Sum106486.5
Variance149.2030561
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
17 139 2.9%
 
13 129 2.7%
 
16 119 2.5%
 
15 114 2.4%
 
16.5 104 2.2%
 
17.5 103 2.2%
 
18 102 2.1%
 
12.5 90 1.9%
 
14.5 87 1.8%
 
13.5 85 1.8%
 
Other values (91) 3248 68.4%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
3 5 0.1%
 
3.5 12 0.3%
 
4 8 0.2%
 
4.5 8 0.2%
 
5 25 0.5%
 
ValueCountFrequency (%) 
53 3 0.1%
 
52.5 6 0.1%
 
52 10 0.2%
 
51.5 8 0.2%
 
51 13 0.3%
 

Y12
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count77
Unique (%)1.6%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean23.64189815
Minimum6
Maximum43.5
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum6
5-th percentile12
Q117
median22
Q330.5
95-th percentile38
Maximum43.5
Range37.5
Interquartile range (IQR)13.5

Descriptive statistics

Standard deviation8.400080988
Coefficient of variation (CV)0.3553048463
Kurtosis-0.8878609271
Mean23.64189815
Median Absolute Deviation (MAD)7.235874057
Skewness0.2887617687
Sum102133
Variance70.5613606
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
17.5 154 3.2%
 
16.5 142 3.0%
 
17 136 2.9%
 
18 128 2.7%
 
14 122 2.6%
 
20 115 2.4%
 
14.5 114 2.4%
 
18.5 109 2.3%
 
20.5 105 2.2%
 
31 105 2.2%
 
Other values (66) 3090 65.0%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
6 16 0.3%
 
6.5 6 0.1%
 
7 5 0.1%
 
7.5 5 0.1%
 
8 19 0.4%
 
ValueCountFrequency (%) 
43.5 3 0.1%
 
43 10 0.2%
 
42.5 10 0.2%
 
42 15 0.3%
 
41.5 21 0.4%
 

Y13
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count63
Unique (%)1.3%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean20.92615741
Minimum7.5
Maximum38
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum7.5
5-th percentile12
Q116.5
median19.5
Q325
95-th percentile32.5
Maximum38
Range30.5
Interquartile range (IQR)8.5

Descriptive statistics

Standard deviation6.106031244
Coefficient of variation (CV)0.2917894158
Kurtosis-0.2524031428
Mean20.92615741
Median Absolute Deviation (MAD)4.98578543
Skewness0.5533942799
Sum90401
Variance37.28361755
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
16.5 215 4.5%
 
18.5 209 4.4%
 
18 180 3.8%
 
19 176 3.7%
 
15.5 169 3.6%
 
16 164 3.5%
 
17 157 3.3%
 
17.5 148 3.1%
 
19.5 148 3.1%
 
20 144 3.0%
 
Other values (52) 2610 54.9%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
7.5 8 0.2%
 
8 12 0.3%
 
8.5 10 0.2%
 
9 6 0.1%
 
9.5 8 0.2%
 
ValueCountFrequency (%) 
38 3 0.1%
 
37.5 6 0.1%
 
37 20 0.4%
 
36.5 18 0.4%
 
36 16 0.3%
 

Y14
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count72
Unique (%)1.5%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean21.31944444
Minimum7.5
Maximum42.5
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum7.5
5-th percentile12
Q116.5
median19.5
Q325
95-th percentile36
Maximum42.5
Range35
Interquartile range (IQR)8.5

Descriptive statistics

Standard deviation7.066149043
Coefficient of variation (CV)0.3314415186
Kurtosis0.2086552936
Mean21.31944444
Median Absolute Deviation (MAD)5.610178755
Skewness0.8845570091
Sum92100
Variance49.9304623
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
16.5 255 5.4%
 
18.5 195 4.1%
 
19 189 4.0%
 
16 183 3.9%
 
18 181 3.8%
 
15.5 163 3.4%
 
17.5 155 3.3%
 
19.5 150 3.2%
 
17 144 3.0%
 
20 134 2.8%
 
Other values (61) 2571 54.1%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
7.5 4 0.1%
 
8 14 0.3%
 
8.5 16 0.3%
 
9 4 0.1%
 
9.5 14 0.3%
 
ValueCountFrequency (%) 
42.5 1 < 0.1%
 
42 5 0.1%
 
41.5 9 0.2%
 
41 14 0.3%
 
40.5 14 0.3%
 

Y15
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count69
Unique (%)1.5%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean21.56446759
Minimum7
Maximum40.5
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile12
Q116.5
median20
Q327
95-th percentile33.5
Maximum40.5
Range33.5
Interquartile range (IQR)10.5

Descriptive statistics

Standard deviation6.810083636
Coefficient of variation (CV)0.3158011486
Kurtosis-0.5466310378
Mean21.56446759
Median Absolute Deviation (MAD)5.714832658
Skewness0.4547238225
Sum93158.5
Variance46.37723912
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
17.5 204 4.3%
 
16.5 192 4.0%
 
17 161 3.4%
 
16 160 3.4%
 
18.5 157 3.3%
 
18 148 3.1%
 
15.5 147 3.1%
 
19 129 2.7%
 
19.5 127 2.7%
 
20 125 2.6%
 
Other values (58) 2770 58.3%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
7 9 0.2%
 
7.5 9 0.2%
 
8 14 0.3%
 
8.5 7 0.1%
 
9 16 0.3%
 
ValueCountFrequency (%) 
40.5 1 < 0.1%
 
40 3 0.1%
 
39.5 7 0.1%
 
39 8 0.2%
 
38.5 15 0.3%
 

Y16
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count73
Unique (%)1.5%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean22.96909722
Minimum6
Maximum41.5
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum6
5-th percentile11.5
Q116.5
median21.5
Q330
95-th percentile36.5
Maximum41.5
Range35.5
Interquartile range (IQR)13.5

Descriptive statistics

Standard deviation8.054271868
Coefficient of variation (CV)0.3506568756
Kurtosis-0.9759659373
Mean22.96909722
Median Absolute Deviation (MAD)6.955090985
Skewness0.2253310745
Sum99226.5
Variance64.87129532
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
16 135 2.8%
 
14.5 130 2.7%
 
16.5 127 2.7%
 
15.5 127 2.7%
 
17 126 2.7%
 
17.5 120 2.5%
 
15 114 2.4%
 
18 114 2.4%
 
19.5 113 2.4%
 
18.5 112 2.4%
 
Other values (62) 3102 65.3%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
6 14 0.3%
 
6.5 10 0.2%
 
7 8 0.2%
 
7.5 12 0.3%
 
8 26 0.5%
 
ValueCountFrequency (%) 
41.5 1 < 0.1%
 
41 3 0.1%
 
40.5 9 0.2%
 
40 7 0.1%
 
39.5 18 0.4%
 

Y17
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count75
Unique (%)1.6%
Missing432
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean23.3818287
Minimum7
Maximum43.5
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile11.5
Q116
median20
Q332
95-th percentile40
Maximum43.5
Range36.5
Interquartile range (IQR)16

Descriptive statistics

Standard deviation9.275171611
Coefficient of variation (CV)0.3966828997
Kurtosis-1.005089296
Mean23.3818287
Median Absolute Deviation (MAD)8.083872117
Skewness0.5385643471
Sum101009.5
Variance86.02880842
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
16.5 187 3.9%
 
16 186 3.9%
 
17.5 185 3.9%
 
18 165 3.5%
 
17 159 3.3%
 
15.5 136 2.9%
 
19.5 127 2.7%
 
15 127 2.7%
 
14.5 115 2.4%
 
20 114 2.4%
 
Other values (64) 2819 59.3%
 
(Missing) 432 9.1%
 
ValueCountFrequency (%) 
7 7 0.1%
 
7.5 14 0.3%
 
8 13 0.3%
 
8.5 8 0.2%
 
9 28 0.6%
 
ValueCountFrequency (%) 
43.5 4 0.1%
 
43 6 0.1%
 
42.5 15 0.3%
 
42 26 0.5%
 
41.5 36 0.8%
 

Y18
Real number (ℝ≥0)

MISSING
Distinct count48
Unique (%)1.0%
Missing4320
Missing (%)90.9%
Infinite0
Infinite (%)0.0%
Mean26.6875
Minimum18.5
Maximum41.5
Zeros0
Zeros (%)0.0%
Memory size234.2 KiB
Mini histogram

Quantile statistics

Minimum18.5
5-th percentile19.5
Q121
median25
Q331.5
95-th percentile38.725
Maximum41.5
Range23
Interquartile range (IQR)10.5

Descriptive statistics

Standard deviation6.286621249
Coefficient of variation (CV)0.2355642623
Kurtosis-0.7832125606
Mean26.6875
Median Absolute Deviation (MAD)5.441261574
Skewness0.6426146174
Sum11529
Variance39.52160673
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
20.5 42 0.9%
 
21 30 0.6%
 
22 22 0.5%
 
31.5 20 0.4%
 
21.5 18 0.4%
 
23 16 0.3%
 
19 16 0.3%
 
20 14 0.3%
 
19.5 13 0.3%
 
25.5 12 0.3%
 
Other values (37) 229 4.8%
 
(Missing) 4320 90.9%
 
ValueCountFrequency (%) 
18.5 2 < 0.1%
 
19 16 0.3%
 
19.5 13 0.3%
 
20 14 0.3%
 
20.5 42 0.9%
 
ValueCountFrequency (%) 
41.5 1 < 0.1%
 
41 4 0.1%
 
40.5 2 < 0.1%
 
40 6 0.1%
 
39.5 2 < 0.1%
 

Correlations

Missing values

Sample

First rows

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id
09.7988.81.20.60.01009.3989.612.21009.91009.80.00.082.471.30.0101.10.056.10.30.091.00.01002.51009.81.12.30.51008.712.31001.669.18.210.71010.10.0256.40.077.262.60.012.511.511.020.020.010.510.010.510.07.07.57.09.010.09.59.08.09.0NaN
19.3988.91.71.90.01009.3989.612.11010.01009.90.00.081.2121.80.0165.30.00.00.40.091.90.01002.51009.90.00.00.01008.712.11001.770.38.310.31010.10.0215.40.077.363.50.012.511.011.020.020.010.09.510.09.56.57.57.08.510.09.59.07.59.0NaN
29.4989.01.12.30.01009.2989.712.11010.11010.10.00.086.1232.00.0144.00.00.00.60.093.30.01002.41009.80.00.00.01008.612.11001.671.58.09.71010.00.0235.20.077.363.90.012.011.011.019.519.510.09.010.09.06.57.56.58.09.59.58.57.58.5NaN
39.4988.91.50.70.01009.2989.612.01010.01010.00.00.087.70.00.0115.90.0294.10.10.093.40.01002.41009.70.00.00.21008.712.11001.573.27.79.41010.10.0214.00.077.564.50.012.011.011.019.519.59.59.09.59.06.07.06.08.09.59.08.57.58.5NaN
49.2988.90.81.70.01009.2989.712.01010.11010.00.00.088.90.00.0124.70.00.00.00.094.10.01002.41009.70.00.00.01008.712.01001.574.37.49.41010.10.0174.90.078.065.00.012.010.510.519.019.59.58.59.58.56.07.06.07.59.59.08.57.58.5NaN
59.1988.91.30.70.01009.1989.612.01010.01010.00.00.090.7222.00.0174.20.00.00.20.094.60.01002.31009.70.00.00.01008.712.01001.575.77.39.11010.10.0243.10.078.765.10.012.010.510.519.019.09.58.59.58.56.07.06.07.59.09.08.57.08.5NaN
69.1988.82.41.90.01009.1989.612.01010.11010.00.00.090.2257.80.0168.90.00.00.30.094.90.01002.31009.60.00.00.01008.711.81001.479.07.18.61010.10.0195.80.078.665.50.012.010.010.019.019.09.08.09.08.55.56.55.57.59.08.58.07.08.0NaN
78.9988.91.01.20.01009.2989.711.91010.11010.10.00.091.9226.40.0112.80.00.00.40.095.00.01002.41009.70.00.00.01008.711.81001.578.27.18.81010.10.0262.70.078.665.70.012.010.010.019.019.09.08.09.08.55.56.05.57.59.08.58.07.08.0NaN
89.0988.91.50.10.01009.2989.611.91010.01010.10.00.092.2215.00.0157.40.00.00.60.095.50.01002.41009.70.00.00.01008.711.61001.577.57.08.81010.10.0236.10.078.866.50.012.010.010.019.019.09.08.09.08.05.06.05.07.09.08.58.07.08.0NaN
98.8988.91.40.40.01009.4989.611.81010.11010.10.00.092.7214.40.0134.00.00.00.60.095.60.01002.51009.70.00.00.01008.611.51001.579.37.18.51010.00.0230.90.078.867.60.012.010.09.518.518.59.08.09.08.04.55.55.07.08.58.58.07.08.0NaN

Last rows

X00X01X02X03X04X05X06X07X08X09X10X11X12X13X14X15X16X17X18X19X20X21X22X23X24X25X26X27X28X29X30X31X32X33X34X35X36X37X38X39Y00Y01Y02Y03Y04Y05Y06Y07Y08Y09Y10Y11Y12Y13Y14Y15Y16Y17Y18
id
474220.9987.70.22.00.01006.6987.822.21007.71007.42.523.8893.629.20.0201.10.0168.10.90.086.810.51000.11007.60.4271.01.41006.024.5999.689.218.519.61007.622.16152.30.079.056.00.5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN22.5
474320.8987.62.62.00.01006.8987.622.01007.31007.32.523.8894.014.80.0135.60.0148.71.30.087.110.51000.31007.40.00.01.21006.024.2999.488.818.219.51007.622.16147.40.079.456.50.5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN22.0
474420.5987.71.12.00.01006.8987.821.91007.71007.42.523.8894.5304.70.0227.10.0267.70.70.088.010.51000.31007.41.6113.40.61006.124.3999.489.718.019.71007.722.16149.10.080.456.40.5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN22.0
474520.2987.81.11.60.01006.9987.821.71007.71007.62.523.8894.7222.90.0224.20.0235.10.40.092.110.51000.41007.50.4124.21.01006.124.2999.488.617.819.61007.722.16184.50.081.556.40.5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN22.0
474620.1987.90.31.10.01006.9987.721.71007.41007.72.523.8895.2298.40.0234.90.0240.10.90.090.810.51000.41007.50.00.01.31006.124.1999.488.617.719.51007.722.16215.20.082.156.90.5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN22.0
474719.9987.60.90.80.01006.9987.721.71007.51007.42.523.8895.3333.10.0274.90.0275.50.90.089.710.51000.41007.50.00.01.21006.023.8999.489.917.719.11007.522.16218.60.082.358.60.5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN21.5
474819.9987.60.50.70.01006.8987.721.61007.51007.42.523.8895.6216.40.0277.30.0247.01.00.090.110.51000.31007.50.00.01.31006.023.6999.491.317.719.21007.522.16161.70.082.559.10.5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN21.5
474919.7987.70.90.60.01006.9987.621.41007.41007.52.523.8895.9127.80.0256.10.0299.10.60.090.810.51000.41007.60.00.00.21006.023.6999.590.217.819.21007.522.16254.20.083.058.90.5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN21.5
475019.4987.70.90.80.01006.9987.821.31007.61007.52.523.8895.9323.80.0255.10.00.00.60.091.510.51000.41007.60.00.00.11006.023.3999.590.117.719.31007.622.16300.00.083.259.80.5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN21.5
475119.1987.61.00.30.01006.8987.821.21007.51007.42.523.8896.20.00.0237.20.017.70.00.093.010.51000.31007.60.00.00.11006.123.2999.589.617.719.51007.722.16157.50.084.059.50.5NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN21.0